A state-of-the-art review is presented on design and research related to progressive
collapse of steel structures under fire conditions. The influence of load ratios, strength of …

Real-time prediction of structural safety conditions is critical to firefighting teams during
building fire rescue operations. This paper presents a numerical data-based machine …

This paper proposes a real-time prediction method for key monitoring physical parameters
(KMPPs) for early warning of fire-induced building collapse using machine learning. Since …

Fire modelling is a common practice in building fire safety analysis, but it is costly. This work
develops an AI software, Intelligent Fire Engineering Tool (IFETool), to speed up the fire …

Assessing the collapse region in the progressive collapse of buildings is one of the
important issues in urban planning for disaster recovery. A rapid visual simulation method …

One of the main challenges in using reinforced concrete materials in structures is to
comprehend their fire resistance. The assessment of fire resistance can be performed in a …

High traffic flow in a confined tunnel makes fire safety a critical issue. This paper proposed a
digital twin framework for tunnel fire safety management in real-time, driven by dynamic …

Large-span steel trusses are often adopted as roof structures of public and industrial
buildings. Besides significant property loss, the unexpected and sudden collapse of large …

It is important to model the local failure of structural members as well as the global
responses of a structural system when it is exposed to fire. The local failure of columns such …

The recent rise of numerical fire modeling has revealed the performance of building fire
safety and code. However, high-fidelity fire simulation is costly and difficult to analyze. This …